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Δρ. Δημοσθένης Ιωαννίδης -
Δημοσιεύσεις

Δημοσιεύσεις Σε Περιοδικά

  1. N. Mpouzianas, S. Koltsios, I. Pastaltzidis, N. Katsaros, G. Giannopoulos, P. Klonis, P. Chatzipanagiotidou, D. Ioannidis, D. Tzovaras, "Building renovation Roadmapping: an automated methodology framework for energy efficiency improvement and sustainable renovation planning.", International Journal of Sustainable Energy. 2024 Dec 31;43(1):2344508.
  2. T. Kotsiopoulos, G. Papakostas, T. Vafeiadis, V. Dimitriadis, A. Nizamis, A. Bolzoni, D. Bellinati, D. Ioannidis, K. Votis, D. Tzovaras, P. Sarigiannidis, "Revolutionizing defect recognition in hard metal industry through AI explainability, human-in-the-loop approaches and cognitive mechanisms.", Expert Systems with Applications. 2024 Dec 1;255:124839.
  3. A. Dimara, G. Tzitziou, A. Papaioannou, S. Krinidis, C. N. Anagnostopoulos, D. Ioannidis, D. Tzovaras, "Appliance maintenance behaviors and sustainability: A European household perspective analysis.", Resources, Conservation and Recycling. 2024 Nov 1;210:107835.
  4. I. Schoinas, A. Triantafyllou, D. Ioannidis, D. Tzovaras, A. Drosou, K. Votis, T. Lagkas, V. Argyriou, P. Sarigiannidis, "Federated learning: challenges, SoTA, performance improvements and application domains.", IEEE Open Journal of the Communications Society. 2024 Sep 11.
  5. A. Papaioannou, A. Dimara, C. Papaioannou, I. Papaioannou, S. Krinidis, C. N. Anagnostopoulos, C. Korkas, E. Kosmatopoulos, D. Ioannidis, D. Tzovaras, "Simulation of Malfunctions in Home Appliances' Power Consumption.", Energies (19961073). 2024 Sep 1;17(17).
  6. A. Papaioannou, A. Dimara, S. Krinidis, G. Tzitziou, I. Papaioannou, I. Michailidis, C. N. Anagnostopoulos, D. Ioannidis, E. Kosmatopoulos, D. Tzovaras, "A novel AI-powered method for robust identification of operational phases in refrigerators.", Sustainable Energy, Grids and Networks. 2024 Sep 1;39:101405.
  7. T. Antamis, A. Drosou, T. Vafeiadis, A. Nizamis, D. Ioannidis, D. Tzovaras, "Interpretability of deep neural networks: A review of methods, classification and hardware.", Neurocomputing. 2024 Jul 17:128204.
  8. P. Christakakis, G. Papadopoulou, G. Mikos, N. Kalogiannidis, D. Ioannidis, D. Tzovaras, E. M. Pechlivani, "Smartphone-Based Citizen Science Tool for Plant Disease and Insect Pest Detection Using Artificial Intelligence", , Technologies 2024, 12, 101. https://doi.org/10.3390/technologies12070101
  9. A. Papaioannou, A. Dimara, S. Krinidis, C. N. Anagnostopoulos, D. Ioannidis, D. Tzovaras, "Advanced proactive anomaly detection in multi-pattern home appliances for energy optimization.", Internet of Things. 2024 Jul 1;26:101175.
  10. N. Andreadou, C. Tsotakis, P. A. Gkaidatzis, G. Pitsiladis, E. Kotsakis, D. Ioannidis, A. Papanikolaou, D. Tzovaras, "Interoperability Testing for Explicit Demand Response in Buildings.", Energies. 2024 Jun 15;17(12):2955.
  11. A. Restas, A. Tsakiris, C. Tsotakis, T. Kondodina, N. Giakoumoglou, E. M. Pechlivani, D. Tzovaras, D. Ioannidis, "A Collaborative AR/VR Platform for Social Manufacturing", Procedia Computer Science, 2024, 237, 733-741, ISSN 1877-0509 https://doi.org/10.1016/j.procs.2024.05.160
  12. S. Moschidis, A. Markos, D. Ioannidis, "Interca: an R library implementing “automatic” interpretation of results of multiple correspondence analysis (MCA).", Applied Computing and Informatics. 2024 Apr 1(ahead-of-print).
  13. A. Mystakidis, P. Koukaras, N. Tsalikidis, D. Ioannidis, C. Tjortjis, "Energy Forecasting: A Comprehensive Review of Techniques and Technologies.", Energies. 2024 Mar 30;17(7):1662.
  14. C. S. Kouzinopoulos, E. M. Pechlivani, N. Giakoumoglou, A. Papaioannou, S. Pemas, P. Christakakis, D. Ioannidis, D. Tzovaras, "A Citizen Science Tool Based on an Energy Autonomous Embedded System with Environmental Sensors and Hyperspectral Imaging", Journal of Low Power Electronics and Applications 2024, 14, 19. https://doi.org/10.3390/jlpea14020019
  15. A. Papaioannou, A. Dimara, C. S. Kouzinopoulos, S. Krinidis, C. N. Anagnostopoulos, D. Ioannidis, D. Tzovaras, "LP-OPTIMA: A Framework for Prescriptive Maintenance and Optimization of IoT Resources for Low-Power Embedded Systems.", Sensors. 2024 Mar 26;24(7):2125.
  16. A. Nizamis, R. A. Deshmukh, T. Vafeiadis, F. G. Valencia, M. J. Ariño, A. Schneider, D. Ioannidis, D. Tzovaras, "Application of a Visual and Data Analytics Platform for Industry 4.0 Enabled by the Interoperable Data Spine: A Real-World Paradigm for Anomaly Detection in the Furniture Domain.", In Enterprise Interoperability X: Enterprise Interoperability Through Connected Digital Twins 2024 Mar 21 (pp. 37-48). Cham: Springer International Publishing.
  17. P. Koukaras, K. D. Afentoulis, P. A. Gkaidatzis, A. Mystakidis, D. Ioannidis, S. I. Vagropoulos, C. Tjortjis, "Integrating Blockchain in Smart Grids for Enhanced Demand Response: Challenges, Strategies, and Future Directions.", Energies. 2024 Feb 21;17(5):1007.
  18. O. Manis, M. Skoumperdis, C. Kioroglou, D. Tzilopoulos, M. Ouzounis, M. Loufakis, N. Tsalikidis, N. Kolokas, P. Georgakis, I. Panagoulias, A. Tsolkas, D. Ioannidis, D. Tzovaras, M. Stankovski, "Data-Driven AI Models within a User-Defined Optimization Objective Function in Cement Production.", Sensors. 2024; 24(4):1225. https://doi.org/10.3390/s24041225
  19. A. Theodouli, E. Manganopoulou, A. Kalfoutzos, A. Tzikas, C. Tsislianis, D. Ioannidis, K. Votis, D. Tzovaras, "Towards a Secure and Transparent Blockchain-Based System for e-Commerce Deliveries.", In International Conference on Information Technology and Communications Security 2023 Nov 23 (pp. 113-125). Cham: Springer Nature Switzerland.
  20. N. Tsalikidis, A. Mystakidis, P. Koukaras, M. Ivaškevičius, L. Morkūnaitė, D. Ioannidis, P. A. Fokaides, C. Tjortjis, D. Tzovaras, "Urban traffic congestion prediction: a multi-step approach utilizing sensor data and weather information.", Smart Cities. 2024 Jan 19;7(1):233-53.
  21. N. Tsalikidis, A. Mystakidis, C. Tjortjis, P. Koukaras, D. Ioannidis, "Energy load forecasting: one-step ahead hybrid model utilizing ensembling.", Computing. 2024 Jan;106(1):241-73 https://doi.org/10.1007/s00607-023-01217-2
  22. A. Dimara, A. Papaioannou, K. Grigoropoulos, D. Triantafyllidis, I. Tzitzios, C. N. Anagnostopoulos, S. Krinidis, D. Ioannidis, D. Tzovaras, "A Novel Real-Time PV Error Handling Exploiting Evolutionary-Based Optimization.", Applied Sciences. 2023 Nov 26;13(23):12682.
  23. M. T. Siddique, P. Koukaras, D. Ioannidis, C. Tjortjis, "SmartBuild RecSys: A Recommendation System Based on the Smart Readiness Indicator for Energy Efficiency in Buildings.", Algorithms. 2023; 16(10):482. https://doi.org/10.3390/a16100482
  24. M. T. Siddique, P. Koukaras, D. Ioannidis, C. Tjortjis, "A Methodology Integrating the Quantitative Assessment of Energy Efficient Operation and Occupant Needs into the Smart Readiness Indicator.", Energies. 2023; 16(19):7007. https://doi.org/10.3390/en16197007
  25. A. Nizamis, G. Schlake, G. Siachamis, V. Dimitriadis, C. Patsonakis, C. Beecks, D. Ioannidis, K. Votis, D. Tzovaras, "Designing a Marketplace to Exchange AI Models for Industry 5.0.", In Artificial Intelligence in Manufacturing: Enabling Intelligent, Flexible and Cost-Effective Production Through AI 2023 Sep 28 (pp. 27-41). Cham: Springer Nature Switzerland.
  26. A. Papaioannou, C. S. Kouzinopoulos, D. Ioannidis, D. Tzovaras, "An Ultra-low-power Embedded AI Fire Detection and Crowd Counting System for Indoor Areas.", ACM Trans. Embed. Comput. Syst. 22, 4, Article 61 (July 2023), 20 pages. https://doi.org/10.1145/3582433
  27. C. Tzouvaras, A. Dimara, A. Papaioannou, C. N. Anagnostopoulos, S. Krinidis, K. Arvanitis, D. Ioannidis, D. Tzovaras, "A Novel Dynamic Approach for Determining Real-Time Interior Visual Comfort Exploiting Machine Learning Techniques.", Applied Sciences. 2023; 13(12):6975. https://doi.org/10.3390/app13126975
  28. M. Andrijauskiene, D. Ioannidis, D. Dumciuviene, A. Dimara, N. Bezas, A. Papaioannou, S. Krinidis, "European Union Innovation Efficiency Assessment Based on Data Envelopment Analysis.", Economies. 2023; 11(6):163. https://doi.org/10.3390/economies11060163
  29. A. Dimara, C. Sougles, S. Athanasiou, K. Grigoropoulos, P. Sfakianou, A. Papaioannou, S. Krinidis, D. Triantafyllidis, I. Tzitzios, C. N. Anagnostopoulos, A. Karamanidis, V. Saltagianni, D. Ioannidis, D. Tzovaras, "Holistic plug-n-play autonomous solar system integration: a real-life small-scale demonstration—a practical approach.", Electr Eng 105, 2715–2733 (2023). https://doi.org/10.1007/s00202-023-01830-6
  30. V. Venizelou, A. C. Tsolakis, D. Evagorou, C. Patsonakis, I. Koskinas, P. Therapontos, L. Zyglakis, D. Ioannidis, G. Makrides, D. Tzovaras, G. E. Georghiou, "DSO-Aggregator Demand Response Cooperation Framework towards Reliable, Fair and Secure Flexibility Dispatch.", Energies. 2023; 16(6):2815. https://doi.org/10.3390/en16062815
  31. A. Mystakidis, E. Ntozi, K. Afentoulis, P. Koukaras, P. Gkaidatzis, D. Ioannidis, C. Tjortjis, D. Tzovaras, "Energy generation forecasting: Elevating performance with machine and deep learning.", Computing 105, 1623–1645 (2023). https://doi.org/10.1007/s00607-023-01164-y
  32. N. Kolokas, D. Ioannidis, D. Tzovaras, "DSF Core: Integrated Decision Support for Optimal Scheduling of Lifetime Extension Strategies forIndustrial Equipment.", Sensors, 23(3), 1332. (2023).
  33. G. Angelis, C. Timplalexis, A. Salamanis, S. Krinidis, D. Ioannidis, D. Kehagias, D. Tzovaras, "Energformer: A New Transformer Model for Energy Disaggregation.", IEEE Transactions on Consumer Electronics, doi: 10.1109/TCE.2023.3237862
  34. A. Dimara, V. Vasilopoulos, A. Papaioannou, S. Angelis, K. Kotis,C. Anagnostopoulos, S. Krinidis, D. Ioannidis, D. Tzovaras, "Self-Healing of Semantically Interoperable Smart and Prescriptive Edge Devices in IoT", . Applied Sciences, 12(22), p.11650, 2022.
  35. A. Cimmino, J. Cano-Benito, A. Fernández-Izquierdo, C. Patsonakis, A. Tsolakis, R. García-Castro, D. Ioannidis, D. Tzovaras, "A scalable, secure,and semantically interoperable client for cloud-enabled Demand Response", . Future Generation Computer Systems, 2022
  36. S. Koltsios, P. Fokaides, P. Georgali, A. Tsolakis, P. Chatzipanagiotidou, E. Klumbytė, A. Jurelionis, L. Seduikytė, C. Κontopoulos, C. Malavazos, C. Panteli, M. Susnik, G. Cebrat, D. Ioannidis, D. Tzovaras, "An enhanced framework for next-generation operational buildings energy performance certificates", International Journal of Energy Research, 46(14), pp.20079-20095, 2022. https://doi.org/10.1002/er.8517
  37. A. Evangelidis, N. Dimitriou, L. Leontaris, D. Ioannidis, G. Tinker, D. Tzovaras, "A Deep Regression Framework Towards Laboratory Accuracy in the Shop Floor of Microelectronics", . IEEE Transactions on Industrial Informatics. 2022.
  38. G. Angelis, C. Timplalexis, S. Krinidis, D. Ioannidis, D. Tzovaras, "NILM applications: Literature review of learning approaches, recent developments and challenges", Elsevier Energy and Buildings, Vol. 261, 2022, 111951, doi.org/10.1016/j.enbuild.2022.111951
  39. C. Timplalexis, G. Angelis, S. Krinidis, D. Ioannidis, D. Tzovaras, "Low frequency residential non-intrusive load monitoring based on a hybrid feature extraction tree-learning approach", Energy Sources, Part A: Recovery, Utilization, and Environmental Effects, vol: 44:1, pp. 493-514, 2022, DOI: 10.1080/15567036.2022.2046663
  40. K. Tsolaki, T. Vafeiadis, A. Nizamis, D. Ioannidis, D. Tzovaras, "Utilizing machine learning on freight transportation and logistics applications: A review.", ICT Express, 2022
  41. A. Dimara, D. Triantafyllidis, S. Krinidis, N. Ntaras, O. Koutsogianni, G. Tsoukos, A. Giannopoulos, K. Kitsikoudis, D. Ioannidis, M. Zarkadoula, A. Bizakis, S. Antypas, G. Georgios, D. Tzovaras, "A low-cost business-oriented seaport energy effective management platform", International Journal of Applied Power Engineering (IJAPE), Vol 11, No 1, pp. 62-90, March 2022, DOI: 10.11591/ijape.v11i1.pp62-90
  42. T. Vafeiadis, N. Kolokas, N. Dimitriou, A. Zacharaki, M. Yildirim, H. Selvi, D. Ioannidis, D. Tzovaras, "A comparison of 2DCNN network architectures and boosting techniques for regression-based textile whiteness estimation", Simulation Modelling Practice and Theory, 102400, 2021.
  43. V. Rousopoulou, T. Vafeiadis, A. Nizamis, I. Iakovidis, L. Samaras, A. Kirtsoglou, K. Georgiadis, D. Ioannidis, D. Tzovaras, "Cognitive analytics platform with AI solutions for anomaly detection", Computers in Industry, 2021, https://doi.org/10.1016/j.compind.2021.103555
  44. T. Mastos, A. Nizamis, S. Terzi, D. Gkortzis, A. Papadopoulos, N. Tsagkalidis, D. Ioannidis, K. Votis, D. Tzovaras, "Introducing an application of an industry 4.0 solution for circular supply chain management", Journal of Cleaner Production, volume 300, 2021, Special Issue: Progress in Smart and Sustainable Technologies, https://doi.org/10.1016/j.jclepro.2021.126886
  45. A. Alexiadis, A. Veliskaki, A. Nizamis, A. Bintoudi, L. Zyglakis, A. Triantafyllidis, I. Koskinas, D. Ioannidis, K. Votis, D. Tzovaras, "A smarthome conversational agent performing implicit demand-response application planning", Integrated Computer-Aided Engineering, DOI: 10.3233/ICA-210669
  46. P. Koukaras, N. Bezas, P. Gkaidatzis, D. Ioannidis, D. Tzovaras, C. Tjortjis, "Introducing a novel approach in one-step ahead energy load forecasting.", Sustainable Computing: Informatics and Systems, 32, p.100616. (2021)
  47. C. Patsonakis, A. Bintoudi, K. Kostopoulos, I. Koskinas, A. Tsolakis, D. Ioannidis, D. Tzovaras, "Optimal, dynamic and reliable demand-response via OpenADR-compliant multi-agent virtual nodes: Design, implementation & evaluation.", Journal of Cleaner Production, 314, p.127844 (2021)
  48. L. Leontaris, N. Dimitriou, D. Ioannidis, K. Votis, D. Tzovaras, E. Papageorgiou, "An Autonomous Illumination System for Vehicle Documentation Based on Deep Reinforcement Learning.", IEEE Access, 9, pp.75336-75348 (2021)
  49. T. Kotsiopoulos, P. Sarigiannidis, D. Ioannidis, D. Tzovaras, "Machine Learning and Deep Learning in Smart Manufacturing: The Smart Grid Paradigm.", Computer Science Review, 40, p.100341. (2021)
  50. P. Koukaras, C. Tjortjis, P. Gkaidatzis, N. Bezas, D. Ioannidis, D. Tzovaras, "An inter-disciplinary approach on efficient virtual microgrid to virtual microgrid energy balancing incorporating data preprocessing techniques.", Computing, pp.1-42 (2021)
  51. B. Zargar, T. Wang, M. Pitz, R. Bachmann, M. Maschmann, A. Bintoudi, L. Zyglakis, F. Ponci, A. Monti, D. Ioannidis, "Power Quality Improvement in Distribution Grids via Real-Time Smart Exploitation of Electric Vehicles.", Energies 2021, 14, 3533 (2021)
  52. G. Tsoumanis, J. Formiga, N. Bilo, P. Tsarchopoulos, D. Ioannidis, D. Tzovaras, "The Smart Evolution of Historical Cities: Integrated Innovative Solutions Supporting the Energy Transition while Respecting Cultural Heritage.", Sustainability, 13(16), p.9358. (2021)
  53. A. Bintoudi, N. Bezas, L. Zyglakis, G. Isaioglou, C. Timplalexis, P. Gkaidatzis, A. Tryferidis, D. Ioannidis, D. Tzovaras, "Incentive-Based Demand Response Framework for Residential Applications: Design and Real-Life Demonstration.", Energies, 14(14), p.4315. (2021)
  54. G. Fernández, A. Martínez, N. Galán, J. Ballestín-Fuertes, J. Muñoz-Cruzado-Alba, P. López, S. Stukelj, E. Daridou, A. Rezzonico, D. Ioannidis, "Optimal D-STATCOM Placement Tool for Low Voltage Grids.", Energies, 14(14), p.4212. (2021)
  55. N. Kolokas, D. Ioannidis, D. Tzovaras, "Multi-Step Energy Demand and Generation Forecasting with Confidence Used for Specification-Free Aggregate Demand Optimization.", Energies, 14(11), p.3162. (2021)
  56. P. Koukaras, P. Gkaidatzis, N. Bezas, T. Bragatto, F. Carere, F. Santori, M. Antal, D. Ioannidis, C. Tjortjis, D. Tzovaras, "A Tri-Layer Optimization Framework for Day-Ahead Energy Scheduling Based on Cost and Discomfort Minimization.", Energies, 14(12), p.3599. (2021)
  57. A. Bintoudi, L. Zyglakis, A. Tsolakis, P. Gkaidatzis, A. Tryferidis, D. Ioannidis, D. Tzovaras, "OptiMEMS: An Adaptive Lightweight Optimal Microgrid Energy Management System Based on the Novel Virtual Distributed Energy Resources in Real-Life Demonstration.", Energies, 14(10), p.2752. (2021)
  58. A. Tsolakis, I. Kalamaras, T. Vafeiadis, L. Zyglakis, A. Bintoudi, A. Chouliara, D. Ioannidis, D. Tzovaras, "Towards a holistic microgrid performance framework and a data-driven assessment analysis", Energies, 13(21), 5780. https://doi.org/10.3390/en13215780, 2020
  59. A. Zacharaki, T. Vafeiadis, N. Kolokas, Y. Xu, M. Peschl, D. Ioannidis, D. Tzovaras, "RECLAIM: Towards new era of refurbishment and re-manufacturing of industrial equipment", Frontiers in Artificial Intelligence, AI in Business, 2020.
  60. T. Kotsiopoulos, L. Leontaris, N. Dimitriou, D. Ioannidis, F. Oliveira, J. Sacramento, ..., P. Sarigiannidis, "Deep multi-sensorial data analysis for production monitoring in hard metal industry", The International Journal of Advanced Manufacturing Technology, 1-14, (2020).
  61. A. Salamanis, G. Xanthopoulou, N. Bezas, C. Timplalexis, A. Bintoudi, L. Zyglakis, A. Tsolakis, D. Ioannidis, D. Kehagias, D. Tzovaras, "Benchmark Comparison of Analytical, Data-Based and Hybrid Models for Multi-Step Short-Term Photovoltaic Power Generation Forecasting", Energies (2020), 13(22), 5978, doi: https://doi.org/10.3390/en13225978
  62. V. Rousopoulou, A. Nizamis, T. Vafeiadis, D. Ioannidis, D. Tzovaras, "Predictive Maintenance for Injection Moulding Machines enabled by Cognitive Analytics for Industry 4.0", Frontiers in Artificial Intelligence, 3, 86, 2020.
  63. E. Lithoxoidou, C. Ziogou, T. Vafeiadis, S. Krinidis, D. Ioannidis, S. Voutetakis, D. Tzovaras, "Towards the behaviour analysis of chemical reactor utilising data-driven trend analysis and machine learning techniques", Applied Soft Computing, vol. 94, 106464, 2020.
  64. T. Mastos, A. Nizamis, T. Vafeiadis, N. Alexopoulos, C. Ntinas, D. Gkortzis, A. Papadopoulos, D. Ioannidis, D. Tzovaras, "Industry 4.0 sustainable supply chains: An application of an IoT enabled scrap metal management solution", Journal of Cleaner Production, (in press), 122377, 2020.
  65. N. Kolokas, T. Vafeiadis, D. Ioannidis, D. Tzovaras, "A generic fault prognostics algorithm for manufacturing industries using unsupervised machine learning classifiers", Simulation Modelling Practise and Theory, vol. 103, 102109, 2020.
  66. N. Dimitriou, L. Leontaris, T. Vafeiadis, D. Ioannidis, T. Wotherspoon, G. Tinker, D. Tzovaras, "A Deep Learning Framwork for Simulation and Defect Prediction in Industrial Processes", Simulation Modelling Practise and Theory, 2020.
  67. N. Dimitriou, L. Leontaris, T. Vafeiadis, D. Ioannidis, T. Wotherspoon, G. Tinker, D. Tzovaras, "Fault Diagnosis in Microelectronics Attachment via Deep Learning Analysis of 3D Laser Scans", IEEE Transactions on Industrial Electronics, 2019.
  68. A. Bintoudi, L. Zyglakis, A. Tsolakis, D. Ioannidis, L. Hadjidemetriou, L. Zacharia, N. Αl-Mutlaq, M. Al-Hashem, S. Al-Agtash, E. Kyriakides, C. Demoulias, D. Tzovaras, "Hybrid multi-agent-based adaptive control scheme for AC microgrids with increased fault-tolerance needs", (2019) IET Renewable Power Generation, 14(1), 13-26., DOI: 10.1049/iet-rpg.2019.0468
  69. C. Papadopoulos, I. Mariolis, A. Topalidou-Kyniazopoulou, G. Piperagkas, D. Ioannidis, D. Tzovaras, "An Advanced Human-Robot Interaction Interface for Collaborative Robotic Assembly Tasks", In Rapid Automation: Concepts, Methodologies, Tools, and Applications (pp. 794-812). IGI Global, 2019
  70. S. Zikos, M. Tsourma, E. Lithoxoidou, A. Drosou, D. Ioannidis, D. Tzovaras, "User Acceptance Evaluation of a Gamified Knowledge Sharing Platform for Use in Industrial Environments", International Journal of Serious Games, (2019) 6(2), 89 - 108. https://doi.org/10.17083/ijsg.v6i2.275
  71. A. Tsolakis, I. Moschos, A. Zerzelidis, P. Tropios, S. Zikos, A. Tryferidis, S. Krinidis, D. Ioannidis, D. Tzovaras, "Occupancy-based decision support system for building management: From automation to end-user persuasion", International Journal of Energy Research, pp. 1-20, 2019 Doi: https://doi.org/10.1002/er.4445
  72. E. Lithoxoidou, S. Doumpoulakis, A. Tsakiris, S. Krinidis, I. Paliokas, D. Ioannidis, K. Votis, C. Ziogou, S. Voutetakis, E. Elmasllari, D. Tzovaras, "A Novel Social Gamified Collaboration Platform Enriched with Shop-Floor Data and Feedback for the Improvement of the Productivity, Safety and Engagement in Factories", (2020), Computer & Industrial Engineering, 139, 105691.
  73. T. Vafeiadis, N. Dimitriou, D. Ioannidis, T. Wotherspoon, G. Tinker, D. Tzovaras, "A framework for inspection of dies attachment on PCB utilizing machine learning techniques", Journal of Management Analytics, 2018, Vol. 5, Issue 2, p. 81-94.
  74. T. Vafeiadis, C. Ziogou, G. Stavropoulos, S. Krinidis, D. Ioannidis, S. Voutetakis, D. Tzovaras, K. Moustakas, "Early Malfunction Diagnosis of Industrial Process Units Utilizing Online Linear Trend Profiles and Real Time Classification", International Journal of Adaptive Control and Signal Processing, 2018, Vol.32, iIsue 9, p. 1313-1325.
  75. D. Triantafyllou, S. Krinidis, D. Ioannidis, D. Tzovaras, "A real-time, multi-space incident detection system for indoor environments", International Journal of Safety and Security Engineering, vol.8, no. 2, pp. 266-275, 2018
  76. D. Ioannidis, S. Zikos, S. Krinidis, A. Tryferidis, D. Tzovaras, S. Likothanassis, "Occupancy Driven Facility Management and Building Performance Analysis", WIT International Journal of Sustainable Development and Planning, Vol. 12, No. 7, pp. 1155-1167, 2017
  77. D. Ioannidis, M. Vidaurre-Arbizu, C. Martin-Gomez, S. Krinidis, I. Moschos, A. Zuazua-Ros, D. Tzovaras, S. Likothanassis, "Comparison of Detailed Occupancy Profile Generative Methods to Published Standard Diversity Profiles", Springer Personal and Ubiquitous Computing, Vol. 21, No. 3, pp 521–535, 2017.
  78. D. Arena, A. Tsolakis, S. Zikos, S. Krinidis, C. Ziogou, D. Ioannidis, S. Voutetakis, D. Tzovaras, D. Kiritsis, "Human resource optimisation through semantically enriched data", International Journal of Production Research, Vol. 56, No. 8, pp. 2855-2877, DOI: , 2017. https://doi.org/10.1080/00207543.2017.1415468
  79. G. Piperagkas, I. Mariolis, D. Ioannidis, D. Tzovaras, "Key-frame Extraction With Semantic Graphs in Assembly Processes", IEEE Robotics and Automation Letters, 2(3), 2017, 1264-1271
  80. D. Ioannidis, P. Tropios, S. Krinidis, G. Stavropoulos, D. Tzovaras, S. Likothanasis, "Occupancy Driven Building Performance Assessment", Elsevier Journal of Innovation in Digital Ecosystems, vol. 3, no. 2, pp. 57-69, December 2016 DOI: http://dx.doi.org/10.1016/j.jides.2016.10.008
  81. K. Mochament, A. Tsakiris, D. Ioannidis, D. Tzovaras, "Classified 3D model retrieval based on cascaded fusion of local descriptors", International Journal of Computer Graphics & Animation (IJCGA), Vol.6, No.1, pp. 10-20, 2016, DOI : 10.5121/ijcga.2016.6102
  82. S. Rogotis, C. Palaskas, D. Ioannidis, D. Tzovaras, S. Likothanassis, "Recognizing suspicious activities in infrared imagery using appearance-based features and the theory of hidden conditional random fields for outdoor perimeter surveillance", Journal of Electronic Imaging, Vol. 24, No. 6, pp. 061111-(1–10), 2015
  83. A. Drosou, D. Ioannidis, D. Tzovaras, K. Moustakas, M. Petrou, "Activity related authentication using prehension biometrics", Els. Pattern Recognition, vol. 48, pp. 1743-1759, 2015, doi: 10.1016/j.patcog.2014.12.008.
  84. C. Martin-Gomez, M. Vidaurre-Arbizu, M. Eguaras-Martinez, S. Krinidis, D. Ioannidis, D. Tzovaras, "Sensor Placement for BPM Analysis of Buildings in Use to Implement Energy Savings Through Building Performance Simulation", Journal of Engineering and Architecture, vol. 2, no. 2, pp. 119-133, December 2014.
  85. C. Malavazos, D. Tzovaras, D. Ioannidis, "Activity based & behavioural occupancy modelling for EE building design", Re. Revista de Edificación, Vol. 41–42, pp. 109–119, 2013.
  86. A. Drosou, D. Ioannidis, K. Moustakas, D. Tzovaras, "Spatiotemporal analysis of human activities for biometric authentication", Journal of Computer Vision and Image Understanding, Vol. 116, No. 3, pp. 411-421, Mar. 2012, doi:10.1016/j.cviu.2011.08.009.
  87. A. Drosou, G. Stavropoulos, D. Ioannidis, K. Moustakas, D. Tzovaras, "Unobtrusive multi-modal Biometric Recognition Approach using Activity-related Signatures", IET Computer Vision Journal, Vol. 5, No. 6, pp.367–379, Nov. 2011, doi:10.1049/iet-cvi.2010.0166.
  88. A. Drosou, D. Ioannidis, K. Moustakas, D. Tzovaras, "Unobtrusive Behavioural and Activity Related Multi-modal Biometrics: The ACTIBIO Authentication Concept", The Scientific World Journal, Vol. 11, pp. 503–519, Mar. 2011.
  89. S. Argyropoulos, D. Tzovaras, D. Ioannidis, I. Damousis, M. Braun, S. Boverie, C. Ris, "Biometric template security in multimodal biometric systems based on error correcting codes",Journal of Computer Security, Vol. 18, No. 1, pp. 161–185, 2010, DOI 10.3233/JCS-2010-0369
  90. S. Argyropoulos, D. Tzovaras, D. Ioannidis, M. G. Strintzis, "A Channel Coding Approach for Human Authentication from Gait Sequences", IEEE Transactions on Information Forensics and Security, vol.4, no.3, pp.428 - 440, Sep 2009.
  91. D. Ioannidis, D. Tzovaras, I. G. Damousis, S. Argyropoulos, K. Moustakas, "Gait Recognition using Compact Feature Extraction Transforms and Depth Information", IEEE Transactions on Information Forensics and Security, Vol. 2, No. 3, pp. 623–630, Sep. 2007.

Δημοσιεύσεις Σε Συνέδρια

  1. N. Kolokas, V. Tatsis, A. Zacharaki, D. Ioannidis, D. Tzovaras, "Improved Outlier Detection for Failure Forecasting using Anomaly Score Threshold Optimization and Ensemble Methods.", In 2024 International Conference on INnovations in Intelligent SysTems and Applications (INISTA) 2024 Sep 4 (pp. 1-6). IEEE.
  2. G. Gkogkos, E. M. Pechlivani, I. Hadjigeorgiou, D. Ioannidis, D. Tzovaras, "Aquaponic Farming with Advanced Decision Support System: Practical Implementation and Evaluation", , 6th IEEE International Conference on Image Processing Applications and Systems (IPAS2025), Lyon, France, 2025, IEEE Xplore (accepted)
  3. S. Eleftheriadis, G. Margaritis, C. S. Kouzinopoulos, D. Ioannidis, D. Tzovaras, "An Embedded System for the Predictive Maintenance of Aerobic Digesters with Liquid Outputs.", In 2024 13th International Conference on Modern Circuits and Systems Technologies (MOCAST) 2024 Jun 26 (pp. 01-04). IEEE.
  4. P. Carnero, S. Koltsios, A. Veliskaki, N. Katsaros, P. A. Fokaides, D. Ioannidis, D. Tzovaras, "Innovative SRI Evaluation Through BIM: Developing a Unique Rule-Checking Methodology Utilizing the IFC Schema.", In 2024 9th International Conference on Smart and Sustainable Technologies (SpliTech) 2024 Jun 25 (pp. 1-6). IEEE.
  5. P. Papadopoulos, P. Koukaras, E. Giama, D. Ioannidis, A. M. Papadopoulos, P. A. Fokaides, "Enhancing Smart Readiness through Simplified Financial Indicators.", In 2024 9th International Conference on Smart and Sustainable Technologies (SpliTech) 2024 Jun 25 (pp. 1-5). IEEE.
  6. G. Tzitziou, A. Dimara, A. Stefanopoulou, A. Papaioannou, I. Michailidis, S. Krinidis, C. N. Anagnostopoulos, E. Kosmatopoulos, D. Ioannidis, D. Tzovaras, "Tourist Flow Projection in Response to Weather Variability for Sustainable Tourism and Management.", In IFIP International Conference on Artificial Intelligence Applications and Innovations 2024 Jun 23 (pp. 476-489). Cham: Springer Nature Switzerland.
  7. N. Tsalikidis, P. Koukaras, D. Ioannidis, D. Tzovaras, "Hybrid CNN-LSTM Forecasting Model for Electric Vehicle Charging Demand in Smart Building.", In 2024 6th Global Power, Energy and Communication Conference (GPECOM) 2024 Jun 4 (pp. 590-595). IEEE.
  8. D. Papazoglou, S. Devrelis, M. Loufakis, P. Symeonidis, D. Ioannidis, D. Tzovaras, G. Oikonomou, I. Kourmpetis, "Web-Based Decision Support System for Remote Weather Radar Maintenance: Design and Implementation.", 2024 7th International Conference on Artificial Intelligence and Big Data (ICAIBD).
  9. A. Styanidis, M. Loufakis, P. Symeonidis, D. Ioannidis, D. Tzovaras, I. Kourmpetis, "Vibration-based Anomaly Detection on Weather Radar Rotating Machinery using One Dimensional Convolutional Autoencoder.", In 2024 2nd International Conference on Intelligent Perception and Computer Vision (CIPCV) 2024 May 17 (pp. 38-45). IEEE.
  10. M. Loufakis, O. Manis, C. Kioroglou, N. Kolokas, D. Ioannidis, D. Tzovaras, M. Stankovski, "Intelligent Model Management: Using Reinforcement Learning to Detect Data Drift and Retrain Industrial Machine Learning Systems.", In 2024 26th International Conference on Digital Signal Processing and its Applications (DSPA) 2024 Mar 27 (pp. 1-6). IEEE.
  11. F. Rizou, R. Kougkolos, D. Kapetas, C. Georgiadis, G. Patseas, I. Raptis, A. Tsakiris, E. M. Pechlivani, D. Ioannidis, D. Tzovaras, "Advancing Cultural Heritage Preservation through monument 3D reconstruction and multi-platform interaction-based applications", 28th international scientific and professional Conference Information Technology 2024, 21 -24 February 2024, Žabljak, Montenegro, IEEE Xplore https://doi.org/10.1109/IT61232.2024.10475758
  12. T. Samaras, A. Dimara, P. Tzallas, A. Papaioannou, N. Bezas, S. Krinidis, C. N. Anagnostopoulos, D. Ioannidis, D. Tzovaras, "Edge-Computing FogFlow Framework For Solar Generation Prediction Exploiting Federated Learning.", In 2023 International Conference on Modeling & E-Information Research, Artificial Learning and Digital Applications (ICMERALDA) 2023 Nov 24 (pp. 149-154). IEEE.
  13. A. Gounaridou, E. Pantraki, V. Dimitriadis, A. Tsakiris, D. Ioannidis, D. Tzovaras, "Semi-Automated Visual Quality Control Inspection During Construction or Renovation of Railways Using Deep Learning Techniques and Augmented Reality Visualization.", 23rd International Conference on Construction Applications of Virtual Reality (CONVR2023), 13-16 November 2023, Florence, Italy, 2023 (accepted).
  14. O. Manis, M. Skoumperdis, N. Kolokas, C. Kioroglou, I. Panagoulias, A. Tsolkas, D. Ioannidis, D. Tzovaras, "Optimization of manipulated cement mill variables using AI models.", In 2023 International Conference on Advanced Computing Technologies and Applications (ICACTA) Mumbai, India, 2023, pp. 1-6. DOI: 10.1109/ICACTA58201.2023.10393404
  15. M. Chatzakis, A. Tsakiris, D. Ioannidis, D. Tzovaras, "Augmented Reality during the educational process via performative actions in places of historical and cultural interest.", 13th Panhellenic/International Conference of Innovative Technologies in Education (HCICTE 2023), 29 September - 1 October, 2023, Kavala, Thessaloniki, 2023.
  16. C. Kontopoulos, K. Vrakopoulos, A. Manzini, D. Ioannidis, N. Katsaros, S. Koltsios, N. Mpouzianas, V. Charalampopoulou, "Design and implementation of a novel open-source web-GIS application for a harmonized EPC documentation across Europe.", Proc. SPIE 12786, Ninth International Conference on Remote Sensing and Geoinformation of the Environment (RSCy2023), 127860G (21 September 2023). https://doi.org/10.1117/12.2682961
  17. A. Mystakidis, N. Tsalikidis, P. Koukaras, C. Kontoulis, P. A. Gkaidatzis, D. Ioannidis, C. Tjortjis, D. Tzovaras, "Power Load Forecasting: A Time-series Multi-step ahead and Multi-model analysis.", Proc. IEEE 58th Int’l Universities Power Engineering Conf. (UPEC 23), 2023.
  18. C. Oikonomou, I. Iliopoulos, D. Ioannidis, D. Tzovaras, "A Multi-Class Intrusion Detection System Based on Continual Learning.", 2023 IEEE International Conference on Cyber Security and Resilience (CSR), Venice, Italy, 2023, pp. 86-91, doi: 10.1109/CSR57506.2023.10224974
  19. P. Savvidis, N. Vakakis, A. Voulgaridis, E. Bellini, D. Ioannidis, K. Votis, D. Tzovaras, "Towards a Hybrid Multi-Layer Blockchain-Based Energy Trading Market for Microgrids.", 2023 IEEE International Conference on Cyber Security and Resilience (CSR), Venice, Italy, 2023, pp. 546-551, doi: 10.1109/CSR57506.2023.10224920
  20. M. Loufakis, P. Symeonidis, S. Fontalis, D. Ioannidis, D. Tzovaras, "Employing Deep Learning Framework to Support Location Management for the Audio-Visual Industry.", 2023 8th International Conference on Image, Vision and Computing (ICIVC), Dalian, China, 2023, pp. 942-947, doi: 10.1109/ICIVC58118.2023.10270287
  21. D. Dimoudis, T. Vafeiadis, A. Nizamis, E. Musiari, L. Ziliotti, D. Ioannidis, D. Tzovaras, "A Holistic Framework for Production Scheduling in Industry 4.0.", 2023 19th International Conference on Distributed Computing in Smart Systems and the Internet of Things (DCOSS-IoT), Pafos, Cyprus, 2023, pp. 269-276, doi: 10.1109/DCOSS-IoT58021.2023.00053
  22. V. Papadopoulou, T. Kontodina, E. M. Pechlivani, A. Asimakopoulou, D. Ioannidis, D. Tzovaras, "3D Printed Smart Luminous Artifacts.", In: Correia Vasco, J.O., et al. Progress in Digital and Physical Manufacturing. ProDPM 2021. Springer Tracts in Additive Manufacturing. Springer, Cham. https://doi.org/10.1007/978-3-031-33890-8_31.
  23. G. Terzoglou, M. Loufakis, P. Symeonidis, D. Ioannidis, D. Tzovaras, "Employing deep learning framework for improving solar panel defects using drone imagery.", 2023 24th International Conference on Digital Signal Processing (DSP), Rhodes (Rodos), Greece, 2023, pp. 1-5, doi: 10.1109/DSP58604.2023.10167960
  24. C. Tzouvaras, A. Dimara, A. Papaioannou, K. Karatzia, C. N. Anagnostopoulos, S. Krinidis, K. I. Arvanitis, D. Ioannidis, D. Tzovaras, "A Guide to Visual Comfort: An Overview of Indices and Its Applications.", In IFIP International Conference on Artificial Intelligence Applications and Innovations (pp. 183-194). AIAI 2023 IFIP WG 12.5 International Workshops. AIAI 2023. IFIP Advances in Information and Communication Technology, vol 677. Springer, Cham. https://doi.org/10.1007/978-3-031-34171-7_14
  25. G. Tzitziou, A. Dimara, A. Papaioannou, C. Tzouvaras, S. Krinidis, C. N. Anagnostopoulos, D. Ioannidis, D. Tzovaras, "Realtime Multi-factor Dynamic Thermal Comfort Estimation for Indoor Environments.", In IFIP International Conference on Artificial Intelligence Applications and Innovations (pp. 219-230). AIAI 2023 IFIP WG 12.5 International Workshops. AIAI 2023. IFIP Advances in Information and Communication Technology, vol 677. Springer, Cham. https://doi.org/10.1007/978-3-031-34171-7_17
  26. E. Martinopoulou, A. Dimara, A. Tsita, S. L. Herrera Gonzalez, R. Marin-Perez, J. A. Sanchez Segado, P. Fraternali, S. Krinidis, C. N. Anagnostopoulos, D. Ioannidis, D. Tzovaras, "A Novel Social Collaboration Platform for Enhancing Energy Awareness.", IFIP International Conference on Artificial Intelligence Applications and Innovations (pp. 195-206). AIAI 2023 IFIP WG 12.5 International Workshops. AIAI 2023. IFIP Advances in Information and Communication Technology, vol 677. Springer, Cham. https://doi.org/10.1007/978-3-031-34171-7_15
  27. G. Karatzinis, I. Michailidis, A. Dimara, A. Stefanopoulou, V. G. Vasilopoulos, S. Krinidis, C. N. Anagnostopoulos, E. Kosmatopoulos, D. Ioannidis, D. Tzovaras, "Treating Common Problems Observed During Smart Building Control Real-Life Testing: Sharing Practical Experience.", n IFIP International Conference on Artificial Intelligence Applications and Innovations (pp. 254-265). AIAI 2023 IFIP WG 12.5 International Workshops. AIAI 2023. IFIP Advances in Information and Communication Technology, vol 677. Springer, Cham. https://doi.org/10.1007/978-3-031-34171-7_20
  28. A. Papaioannou, A. Dimara, I. Michailidis, A. Stefanopoulou, G. Karatzinis, S. Krinidis, C. N. Anagnostopoulos, E. Kosmatopoulos, D. Ioannidis, D. Tzovaras, "Self-protection of IoT Gateways Against Breakdowns and Failures Enabling Automated Sensing and Control.", In IFIP International Conference on Artificial Intelligence Applications and Innovations (pp. 231-241). AIAI 2023 IFIP WG 12.5 International Workshops. AIAI 2023. IFIP Advances in Information and Communication Technology, vol 677. Springer, Cham. https://doi.org/10.1007/978-3-031-34171-7_18
  29. C. Tzouvaras, A. Dimara, A. Papaioannou, C. N. Anagnostopoulos, K. Kotis, S. Krinidis, D. Ioannidis, D. Tzovaras, "Semantic Interoperability for Managing Energy-Efficiency and IEQ: A Short Review.", In IFIP International Conference on Artificial Intelligence Applications and Innovations (pp. 242-253). AIAI 2023 IFIP WG 12.5 International Workshops. AIAI 2023. IFIP Advances in Information and Communication Technology, vol 677. Springer, Cham. https://doi.org/10.1007/978-3-031-34171-7_19
  30. A. Stefanopoulou, A. Dimara, I. Michailidis, G. Karatzinis, A. Papaioannou, S. Krinidis, C. N. Anagnostopoulos, E. Kosmatopoulos, D. Ioannidis, D. Tzovaras, "Ensuring Reliability in Smart Building IoT Operations Through Real-Time Holistic Data Treatment.", In IFIP International Conference on Artificial Intelligence Applications and Innovations (pp. 207-218). AIAI 2023 IFIP WG 12.5 International Workshops. AIAI 2023. IFIP Advances in Information and Communication Technology, vol 677. Springer, Cham. https://doi.org/10.1007/978-3-031-34171-7_16
  31. G. Tzitziou, A. Dimara, A. Papaioannou, S. Krinidis, C. N. Anagnostopoulos, D. Ioannidis, D. Tzovaras, "Is the residential sector ready for prescriptive maintenance? A short analysis.", In 2023 IEEE 13th Annual Computing and Communication Workshop and Conference (CCWC) (pp. 0022-0028). IEEE. DOI: 10.1109/CCWC57344.2023.10099060
  32. G. Tzitziou, C. Tzouvaras, A. Dimara, A. Papaioannou, S. Krinidis, K. Arvanitis, C. Anagnostopoulos, D. Ioannidis, D. Tzovaras, "Real-time multi-factor thermal comfort assessment [not peer reviewed].", Peeref 2023 (poster). DOI: https://doi.org/10.54985/peeref.2304p8708798
  33. D. Dimoudis, T. Vafeiadis, A. Nizamis, D. Ioannidis, D. Tzovaras, "Utilizing an adaptive window rolling median methodology for time series anomaly detection.", Procedia Computer Science, 217, 584-593. (2023).
  34. S. Koltsios, N. Katsaros, N. Mpouzianas, P. Klonis, G. Giannopoulos, I. Pastaltzidis, P. Chatzipanagiotidou, E. Klumbvtė, A. Jurelionis, L. Šeduikvtė, P. Georgali, P. Fokaides, D. Ioannidis, D. Tzovaras, "Digital Twin application on next-generation Building Energy Performance Certification scheme.", IEEE International Smart Cities Conference (ISC2), Pafos, Cyprus, 2022, pp. 1-7, doi: 10.1109/ISC255366.2022.9921821
  35. P. Tzallas, A. Papaioannou, A. Dimara, S. Krinidis, G. Pavlidis, C. Anagnostopoulos, D. Ioannidis, D. Tzovaras, "Advanced Contextual-targeted Building Flexibility Based on Signature Labelling for Demand Response", . In *2022 IEEE Electrical Power and Energy Conference (EPEC)* (pp. 380-385). IEEE., (2022, December). https://ieeexplore.ieee.org/abstract/document/10000249
  36. P. Tzallas, N. Bezas, I. Moschos, D. Ioannidis, D. Tzovaras, "Probabilistic Quantile Multi-step Forecasting of Energy Market Prices: A UK Case Study", . In IFIP International Conference on Artificial Intelligence Applications and Innovations (pp. 301-313). Springer, Cham, 2022.
  37. G. Siachamis, C. Kaliakatsos, G. Stavropoulos, K. Votis, D. Ioannidis, D. Tzovaras, "A decentralized secured data sharing framework for IoT networks", IEEE WFioT2022. https://wfiot2022.iot.ieee.org/
  38. S. Petridis, A. Bintoudi, A. Veliskaki, V. Karapatsias, M. Fotopoulou, D. Rakopoulos, D. Ioannidis, D. Tzovaras, "State Estimation inUnbalanced Smart Grids", . In 2022 International Conference on Smart Energy Systems and Technologies (SEST) (pp. 1-6). IEEE, September, 2022.
  39. E. Krystallidou, A. Boursianis, P. Diamantoulakis, S. Goudos, G. Karagiannidis, G. Siachamis, G. Stavropoulos, D. Ioannidis, D. Tzovaras, "Radio frequency energy harvesting system and the utilization of blockchain technologies in agriculture", . In Proceedings of the 10th International Conference on Information and Communication Technologies in Agriculture, Food and Environment (HAICTA 2022), which took place in Athens, Greece, September 22-25, 2022.. CEUR Workshop Proceedings Online.
  40. A. Mystakidis, E. Ntozi, K. Afentoulis, P. Koukaras, G. Giannopoulos, N. Bezas, P. Gkaidatzis, D. Ioannidis, C. Tjortjis, D. Tzovaras, "One Step Ahead Energy Load Forecasting: A Multi-model approach utilizing Machine and Deep Learning", . In 2022 57th International Universities Power Engineering Conference (UPEC) (pp. 1-6). IEEE, Istanbul, Turkey, August 2022. doi: 10.1109/UPEC55022.2022.9917790
  41. C. Oikonomou, C. Kouzinopoulos, D. Ioannidis, D. Tzovaras, "An Encryption Scheme using Dynamic Keys and Stream Ciphers for Embedded Devices", . In 2022 11th Mediterranean Conference on Embedded Computing (MECO) (pp. 1-4). IEEE, June 2022.
  42. P. Koukaras, A. Dimara, S. Herrera, N. Zangrando, S. Krinidis, D. Ioannidis, P. Fraternali, C. Tjortjis, C. Anagnostopoulos, D. Tzovaras, "Proactive Buildings: A Prescriptive Maintenance Approach", 18th International Conference on Artificial Intelligence Applications and Innovations (AIAI’22), Crete, Greece, 17-20 June 2022
  43. I. Michailidis, G. Vougiatzis, A. Stefanopoulou, A. Dimara, C. Korkas, S. Krinidis, E. Kosmatopoulos, D. Ioannidis, C. Anagnostopoulos, D. Tzovaras, "Non-intrusive Diagnostics for Legacy Heat-Pump Performance Degradation", 18th International Conference on Artificial Intelligence Applications and Innovations (AIAI’22), Crete, Greece, 17-20 June 2022
  44. A. Dimara, A. Kyrtsoglou, I. Michailidis, S. Krinidis, E. Kosmatopoulos, D. Ioannidis, C. Anagnostopoulos, D. Tzovaras, "Environmental Feature Correlation and Meta-analysis for Occupancy Detection - A Real-Life Assessment", 18th International Conference on Artificial Intelligence Applications and Innovations (AIAI’22), Crete, Greece, 17-20 June 2022
  45. N. Zangrando, S. Herrera, P. Koukaras, A. Dimara, P. Fraternali, S. Krinidis, D. Ioannidis, C. Tjortjis, C. Anagnostopoulos, D. Tzovaras, "Anomaly Detection in Small-Scale Industrial and Household Appliances", 18th International Conference on Artificial Intelligence Applications and Innovations (AIAI’22), Crete, Greece, 17-20 June 2022
  46. L. Seduikyte, P. Georgali, C. Panteli, P. Chatzipanagiotidou, S. Koltsios, D. Ioannidis, L. Stasiulienė, P. Spūdys, D. Pupeikis, A. Jurelionis, P. Fokaides, "Next-Generation Energy Performance Certificates. What novel implementation do we need?", REHVA 14th HVAC World Congress CLIMA 2022.
  47. K. Georgiadis, A. Nizamis, T. Vafeiadis, D. Ioannidis, D. Tzovaras, "Production Scheduling Optimization enabled by Digital Cognitive Platform", in International Conference on Industry Sciences and Computer Science Innovation (iSCSi 2022), March 2022, Porto, Portugal
  48. D. Exarchou, A. Alexiadis, A. Triantafyllidis, D. Ioannidis, K. Votis, D. Tzovaras, "A Deep Learning-Based Dessert Recognition System for Automated Dietary Assessment.", In International Conference on Wireless Mobile Communication and Healthcare (pp. 60-70). Springer, Cham. (2022).
  49. A. Nizamis, R. A. Deshmukh, T. Vafeiadis, F. Gigante-Valencia, M. J.Núñez, A. Schneider, D. Ioannidis, D. Tzovaras, "Application of a Visualand Data Analytics Platform for Industry 4.0 enabled by theInteroperable Data Spine: A Real-world Paradigm for Anomaly Detection inthe Furniture Domain", I-ESA’22 - Interoperability for EnterpriseSystems and Applications
  50. T. Antamis, C. Medentzidis, M. Skoumperdis, T. Vafeiadis, A. Nizamis, D. Ioannidis, D. Tzovaras, "AI-supported forecasting of intermodal freighttransportation delivery time", 62nd International Scientific Conference on Information Technology and Management Science, Riga, Latvia, 2021.
  51. P. Valatsos, T. Vafeiadis, A. Nizamis, D. Ioannidis, D. Tzovaras, "Freight transportation route time prediction with ensemble learning techniques", 25th Pan-Hellenic Conference on Informatics, Volos, Greece, 2021.
  52. T. Kotsiopoulos, T. Vafeiadis, A. Apostolidis, A. Nizamis, N. Alexopoulos, D. Ioannidis, D. Tzovaras, P. Sarigiannidis, "Fault Detection on Bearings and Rotating Machines based on Vibration Sensors Data", International Conference on Progress in Informatics and Computing, Shanghai, China, 2021
  53. S. Napagao, B. Ashmore, M. Barroso, C. Barrué, C. Beecks, F. Berns, I. Bosi, S. Chala, N. Ciulli, M. Garcia-Gasulla, A. Grass, D. Ioannidis, N. Jakubiak, K. Köpke, V.Lämsä, P. Megias, A. Nizamis, C. Pastrone, R. Rossini, M. Sànchez-Marrè, L. Ziliotti, "knowlEdge Project Concept, Methodology and Innovations for Artificial Intelligence in Industry 4.0", IEEE 19th International Conference on Industrial Informatics (INDIN), Palma de Mallorca, Spain, 2021
  54. D. Exarchou, A. Alexiadis, A. Triantafyllidis, D. Ioannidis, K. Votis, D. Tzovaras, "A Deep Learning – Based Dessert Recognition System for Automated Dietary Assessment", 10th EAI International Conference on Wireless Mobile Communication and Healthcare (EAI MobiHealth), Chongqing, China, 2021
  55. A. Dimara, D. Triantafyllidis, S. Krinidis, K. Kitsikoudis, D. Ioannidis, E. Valkouma, S. Skarvelakis, S. Antipas, D. Tzovaras, "MLP for Spatio-Temporal Traffic Volume Forecasting", IEEE International IOT, Electronics and Mechatronics Conference (IEMTRONICS'21), Toronto, ON, Canada, pp. 1-7, 2021, DOI: 10.1109/IEMTRONICS52119.2021.9422582
  56. V. Vasilopoulos, A. Dimara, S. Krinidis, P. Almpanis, N. Margaritis, N. Nikolopoulos, D. Ioannidis, D. Tzovaras, "An IoT M2M Architecture for BMS Using Multiple Connectivity Technologies: A Practical Approach", 6th International Conference on Smart and Sustainable Technologies (SpliTech'21), pp. 1-6, 2021, doi:10.23919/SpliTech52315.2021.9566336
  57. A. Kyrtsoglou, D. Asimina, D. Triantafyllidis, S. Krinidis, K. Kitsikoudis, D. Ioannidis, S. Antypas, G. Tsoukos, D. Tzovaras, "Missing Data Imputation and Meta-analysis on Correlation of Spatio-Temporal Weather Series Data.", In 2021 IEEE 12th Annual Information Technology, Electronics and Mobile Communication Conference (IEMCON) (pp. 0496-0502). IEEE. 2021, October.
  58. Α. Giannopoulos, G. Tsoukos, A. Bizakis, A. Dimara, D. Triantafullidis, A. Kyrtsoglou, K. Kitsikoudis, N. Ntaras, O. Koutsogianni, S. Krinidis, D. Ioannidis, D. Tzovaras, M. Zarkadoula, "Utilization of innovative and information technology for environmentally sustainable operation of ports increasing their energy efficiency", 10th International Congress on Transportation Research (ICTR’21), Rhodes, Greece, 2-3 Sept. 2021
  59. S. Koltsios, A. Tsolakis, P. Fokaides, A. Katsifaraki, G. Cebrat, A. Jurelionis, C. Contopoulos, P. Chatzipanagiotidou, C. Malavazos, D. Ioannidis, D. Tzovaras, "D^2EPC: Next Generation Digital and Dynamic Energy Performance Certificates.", 6th International Conference on Smart and Sustainable Technologies 2021: SpliTech 2021
  60. I. Koskinas, A. Tsolakis, V. Venizelou, D. Ioannidis, G. Georghiou, D. Tzovaras, "Energy Profile Clustering with Balancing Mechanism towards more Reliable Distributed Virtual Nodes for Demand Response.", In 2021 International Conference on Smart Energy Systems and Technologies (SEST) (pp. 1-6). IEEE. 2021, September.
  61. A. Papaioannou, P. Verikios, C. Kouzinopoulos, D. Ioannidis, D. Tzovaras, "A low-power embedded system for fire monitoring and detection using a multilayer perceptron.", In 2021 IEEE Sensors Applications Symposium (SAS) (pp. 1-6). IEEE. 2021, August.
  62. E. Makri, I. Koskinas, A. Tsolakis, D. Ioannidis, D. Tzovaras, "Short Term Net Imbalance Volume Forecasting Through Machine and Deep Learning: A UK Case Study.", In IFIP International Conference on Artificial Intelligence Applications and Innovations (pp. 377-389). Springer, Cham. 2021, June.
  63. G. Lazaridis, K. Papachristou, A. Drosou, D. Ioannidis, P. Chatzimisios, D. Tzovaras, "On the potential of SDN enabled network deployment in tactical environments", 17th International Conference on Artificial Intelligence Applications and Innovations, 2021.
  64. A. Dimara, D. Triantafyllidis, S. Krinidis, K. Kitsikoudis, D. Ioannidis, S. Antipas, D. Tzovaras, "District Energy Optimization Based on MLP Simulation", IEEE 11th Annual Computing and Communication Workshop and Conference (CCWC'21), 27-30 January 2021
  65. G. Pavlidis, A. Tsolakis, D. Ioannidis, D. Tzovaras, "Demand Flexibility Estimation Based onHabitual Behaviour and Motif Detection", In the 25th International Conference on Pattern Recognition (ICPR2020), PRAConBE workshop, Milan, Italy, 10 January, 2021 (accepted).
  66. V. Megir, G. Sfikas, A. Mekras, C. Nikou, D. Ioannidis, D. Tzovaras, "Salient Object Detection with Pretrained Deeplab and k-Means: Application to UAV-Captured Building Imagery.", In International Conference on Pattern Recognition (pp. 477-489). Springer, Cham. 2021, January.
  67. A. Tsolakis, A. Bintoudi, L. Zyglakis, S. Zikos, C. Timplalexis, N. Bezas, K. Kitsikoudis, D. Ioannidis, D. Tzovaras, "Design and Real-Life Deployment of a Smart Nanogrid: A Greek Case Study", In 2020 IEEE International Conference on Power and Energy (PECon 2020), Georgetown, Penang, Malaysia, 7-8 December, IEEE DOI: 10.1109/PECon48942.2020.9314396
  68. A. Dimara, D. Triantafyllidis, S. Krinidis, K. Kitsikoudis, D. Ioannidis, S. Antipas, D. Tzovaras, "Fusing Birch with G. Boosting for improving temporal traffic congestion tailored to port gates: Case Study in Patras, Greece.", In 2020 IEEE 17th International Conference on Smart Communities: Improving Quality of Life Using ICT, IoT and AI (HONET) (pp. 1-5). IEEE. 2020, December.
  69. G. Sfikas, D. Ioannidis, D. Tzovaras, "Quaternion Harris for Multispectral Keypoint Detection", 2020 IEEE International Conference on Image Processing (ICIP). IEEE, 2020.
  70. P. Radoglou-Grammatikis, P. Sarigiannidis, E. Iturbe, E. Rios, A. Sarigiannidis, O. Nikolis, D. Ioannidis, V. Machamint, M. Tzifas, A. Giannakoulias, M. Angelopoulos, A. Papadopoulos, F. Ramo, "Secure and Private Smart Grid: The SPEAR Architecture", 2020 6th IEEE Conference on Network Softwarization (NetSoft). IEEE, 2020.
  71. D. Triantafyllou, A. Kanlis, S. Krinidis, G. Stavropoulos, D. Ioannidis, I. Chatziparasidis, D. Tzovaras, "Occupancy Flow Control - Case Study: Elevator Cabin", 3rd International Conference on Intelligent Technologies and Applications (INTAP 2020), Gjovik, Norway, 28-30 September, 2020.
  72. C. Patsonakis, A. Tsolakis, D. Ioannidis, D. Tzovaras, "Dynamic Multi-agent OpenADR Virtual Nodes for Distributed Demand Response Schemes", In 5th International Conference on Smart and Sustainable Technologies (SpliTech 2020), Bol, Croatia, 23-26 September, 2020.
  73. G. Sfikas, D. Ioannidis, D. Tzovaras, "Quaternionic keypoint description for multispectral imaging", In 11th Hellenic Conference on Artificial Intelligence (pp. 78-84, 2020, September)
  74. A. Fernández-Izquierdo, A. Cimmino, C. Patsonakis, A. Tsolakis, R. García-Castro, D. Ioannidis, D. Tzovaras, "OpenADR Ontology: Semantic Enrichment of Demand Response Strategies in Smart Grids", In 2020 International Conference on Smart Energy Systems and Technologies (SEST 2020), Istanbul, Turkey. 7-9 September (pp. 1-6). IEEE.
  75. Α. Cimmino, Ν. Andreadou, Α. Fernández-Izquierdo, C. Patsonakis, A. Tsolakis, A. Lucas, D. Ioannidis, E. Kotsakis, D. Tzovaras, R. García-Castro, "Semantic Interoperability for DR Schemes Employing the SGAM Framework", In 2020 International Conference on Smart Energy Systems and Technologies (SEST 2020), Istanbul, Turkey. 7-9 September, (pp. 1-6). IEEE.
  76. G. Pressmair, K. Leutgöb, C. Amann, D. Tzovaras, D. Ioannidis, "Business models for demand response related to small-and medium-sized prosumers–new stakeholders and the role of DSOs.", In CIRED 2020 Berlin Workshop (CIRED 2020) (Vol. 2020, pp. 661-664). IET. 2020, September.
  77. A. Alexiadis, A. Nizamis, I. Koskinas, D. Ioannidis, K. Votis, D. Tzovaras, "Applying an Intelligent Personal Agent on a Smart Home using a Novel Dialogue Generator", 2020 16th International Conference on Artificial Intelligence Applications and Innovations (AIAI'2020), June 2020.
  78. S. Terzi, A. Zacharaki, A. Nizamis, K. Votis, D. Ioannidis, D. Tzovaras, I. Stamelos, "Transforming the supply-chain management and industry logistics with blockchain smart contracts", Proceedings of the 23rd Pan-Hellenic Conference on Informatics (PCI'19), Nicosia, Cyprus, 2019, DOI: https://doi.org/10.1145/3368640.3368655
  79. G. Sfikas, J. Patacas, C. Psarros, A. Noula, D. Ioannidis, D. Tzovaras, "A Deep Neural Network-Based Method For The Detection And Accurate Thermography Statistics Estimation Of Aerially Surveyed Structures", In 19th International Conference on Construction Applications of Virtual Reality, 2019.
  80. C. Timplalexis, S. Krinidis, D. Ioannidis, D. Tzovaras, "EMD and Gradient Boosting Regression for NILM at Residential Houses", Bosch Artificial Intelligence Conference (AI CON’19), Renningen, Gernamy, 29 October 2019.
  81. G. Sfikas, A. Noula, J. Patacas, D. Ioannidis, D. Tzovaras, "Building thermal output determination using visible spectrum and infrared inputs", In International Conference on Energy and Sustainable Futures 2019 (p. Ab62). Nottingham Trent University, September, 2019.
  82. T. Loureiro, J. Espeche, M. Vinyals, U. Stecchi, D. Tzovaras, D. Ioannidis, D. Geysen, "Distributed Schemes, Innovative Solutions for Smart Grids: P2P, Multi-Agent Systems & Blockchain", In Multidisciplinary Digital Publishing Institute Proceedings (Vol. 20, No. 1, p. 5), 2019.
  83. N. Vakakis, O. Nikolis, D. Ioannidis, K. Votis, D. Tzovaras, "Cybersecurity in SMEs: The Smart-Home/Office Use Case", In 2019 IEEE 24th International Workshop on Computer Aided Modeling and Design of Communication Links and Networks (CAMAD) (pp. 1-7), IEEE, September 2019.
  84. T. Vafeiadis, A. Nizamis, K. Apostolou, V. Charisi, I. Metaxa, T. Mastos, D. Ioannidis, A. Papadopoulos, D. Tzovaras, "Intelligent Information Management System for Decision Support: Application in a lift manufacturer’s shop floor", International Symposium on INnovations in Intelligent SysTems and Applications (INISTA 2019) Sofia, Bulgaria, 3-5 Jul. 2019
  85. N. Kolokas, T. Vafeiadis, D. Ioannidis, D. Tzovaras, "Anomaly detection in aluminum production with unsupervised machine learning classifiers", International Symposium on INnovations in Intelligent SysTems and Applications, Sofia, Bulgaria, 3-5 July 2019.
  86. S. Zikos, M. Tsourma, E. Lithoxoidou, A. Drosou, D. Ioannidis, D. Tzovaras, "User Acceptance Evaluation of a Gamified Knowledge Sharing Platform for Use in Industrial Environments", International Journal of Serious Games, (2019) 6(2), 89 - 108. https://doi.org/10.17083/ijsg.v6i2.275
  87. C. Patsonakis, S. Terzi, I. Moschos, D. Ioannidis, K. Votis, D. Tzovaras, "Permissioned Blockchains and Virtual Nodes for Reinforcing Trust between Aggregators and Prosumers in Energy Demand Response Scenarios", In 2019 IEEE International Conference on Environment and Electrical Engineering and 2019 IEEE Industrial and Commercial Power Systems Europe (EEEIC/I&CPS Europe) (pp. 1-6). IEEE, June 2019.
  88. V. Rousopoulou, A. Nizamis, L. Giugliano, P. Haigh, L. Martins, D. Ioannidis, D. Tzovaras, "Data Analytics towards Predictive Maintenance for Industrial Ovens - A case study based on data analysis of various sensors data", 31st International Conference on Advanced Information Systems Engineering (CAiSE '19), Rome, Italy, 3-7 Jun. 2019, Advanced Information Systems Engineering Workshops, 2019, pages 83-94
  89. T. Vafeiadis, A. Nizamis, V. Pavlopoulos, L. Giugliano, V. Rousopoulou, D. Ioannidis, D. Tzovaras, "Data Analytics Platform for the Optimization of Waste Management Procedures", International Conference on Distributed Computing in Sensor Systems (DCOSS 2019) - International Workshop on IoT Applications and Industry 4.0 (IoTI4), Santorini, Greece, 29-31 May 2019
  90. A. Pasias, T. Vafeiadis, D. Ioannidis, D. Tzovaras, "Forecasting bath and metal height features in electrolysis process", International Workshop on IoT Applications and Industry 4.0, Santorini Island, Greece, 29-31 May 2019.
  91. T. Vafeiadis, A. Alexiadis, V. Dimaridou, S. Krinidis, K. Kitsikoudis, L. Makris, D. Davidovic, D. Ioannidis, D. Tzovaras, "Anomaly detection in smart meters", 14th Conference of Slovenian Electric Power Engineers, Laško, Slovenija, 21-23 May 2019.
  92. N. Kolokas, S. Krinidis, A. Drosou, D. Ioannidis, D. Tzovaras, "Gait Matching by Mapping Wearable to Camera Privacy-Preserving Recordings: Experimental Comparison of Multiple Settings", in Proc. of the 6th IEEE Control, Decision & Information Technologies (CoDIT2019), P 2019. 10.1109/CoDIT.2019.8820339
  93. A. Bintoudi, L. Zyglakis, A. Tsolakis, D. Ioannidis, S. Al-Agtash, J. L. Martinez-Ramos, A. Önen, B. Azzopardi, L. Hadjidemetriou, M. Khiat, N. Martensen, D. Tzovaras, "A hybrid agent-based secondary control for microgrids with increased fault-tolerance needs", In Mediterranean Conference on on Power Generation, Transmission, Distribution and Energy Conversion (MedPower2018), Dubrovnik, Croatia, Nov. 2018.
  94. T. Vafeiadis, A. Vafeiadis, S. Krinidis, D. Ioannidis, D. Tzovaras, "Towards occupancy inference in a smart home using energy and environmental data sources and binary classification techniques", International Conference Energy in Buildings, Athens, Greece, 3 Nov 2018.
  95. T. Vafeiadis, D. Kalatzis, A. Nizamis, D. Ioannidis, K. Apostolou, I. N. Metaxa, V. Charisi, C. Beecks, G. Insolvibile, M. Pardid, P. Vergori, D. Tzovaras, "Data analysis and visualization framework in the manufacturing decision support system of COMPOSITION project", International Conference on Changeable, Agile, Reconfigurable and Virtual Production (CARV'18), Nantes, France, 8-10 Oct 2018.
  96. T. Vafeiadis, A. Nizamis, N. Alexopoulos, C. Ntinas, D. Ioannidis, T. Mastos, A. Papadopoulos, D. Tzovaras, "Data analytics and data modelling for predictive maintenance and automated waste management: An integrated (IoT-Industry 4.0) sensor-based solution to improve factory procedures", International Conference on Industrial Internet of Things and Smart Manufacturing (IoTsm'18), London, United Kingdom, 5-6 Sep 2018.
  97. A. Nizamis, P. Vergori, D. Ioannidis, D. Tzovaras, "Semantic Framework and Deep Learning Toolkit Collaboration for the Enhancement of the Decision Making in Agent-based Marketplaces", 5th International Conference on Mathematics and Computers in Sciences and Industry(MCSI 2018),Corfu, Greece, 25-27 Aug. 2018
  98. A. Tsolakis, I. Moschos, K. Votis, D. Ioannidis, D. Tzovaras, "A Secured and Trusted Demand Response system based on Blockchain technologies", in 2018 IEEE International Conference on INnovations in Intelligent SysTems and Applications (INISTA 2018), Thessaloniki, Greece, Jul. 2018.
  99. N. Kolokas, T. Vafeiadis, D. Ioannidis, D. Tzovaras, "Forecasting faults of industrial equipment using machine learning techniques", 2018 IEEE International Conference on Innovations in Intelligent Systems and Applications (INISTA 2018), Thessaloniki, Greece, 2-5 Jul. 2018
  100. A. Bintoudi, L. Zyglakis, A. Tsolakis, D. Ioannidis, S. Al-Agtash, L. Hadjidemetriou, L. Zacharia, E. Kyriakides, D. Tzovaras, "An improved decentralised coordinated control scheme for microgrids with AC-coupled units", In International Conference on Smart Energy Systems and Technologies (SEST 2018), Sevilla, Spain, Sep. 2018.
  101. A. Nizamis, D. Ioannidis, N. Kaklanis, D. Tzovaras, "A Semantic Framework for Agent-based Collaborative Manufacturing Eco-systems", 16th IFAC Symposium on Information Control Problems in Manufacturing (INCOM 2018), Bergamo, Italy, 11-13 Jun. 2018.
  102. D. Triantafyllou, S. Rogotis, S. Krinidis, D. Ioannidis, D. Tzovaras, "A 3D Thermal Model for Real-Time Condition Monitoring of Electrochemical Processes", Image, Video, and Multidimensional Signal Processing (IVMSP), Zagori-Aristi Village, Greece, 10-12 June, 2018.
  103. T. Cioara, I. Anghel, C. Pop, M. Bertoncini, V. Croce, D. Ioannidis, K. Votis, D. Tzovaras, L. D'Oriano, "Enabling New Tehnologies for Demand Response Descentralized Validation using Blockchain", IEEE 18th International Conference on Environment and Electrical Engineering, Palermo, Italy, Jun. 2018.
  104. L. Hadjidemetriou, L. Zacharia, E. Kyriakides, B. Azzopardi, S. Azzopardi, R. Mikalauskiene, S. Al-Agtash, M. Al-hashem, A. Tsolakis, D. Ioannidis, D. Tzovaras, "Design Factors for Developing a University Campus Microgrid", In 5th IEEE International Energy Conference (EnergyCon’18), Limmasol, Cyprus, Jun. 2018.
  105. S. Krinidis, A. Tsolakis, I. Katsolas, D. Ioannidis, D. Tzovaras, "Multi-Criteria HVAC Control Optimization", IEEE International Energy Conference (energyCON 2018), Limassol, Cyprus, Jun. 2018.
  106. E. Skartados, I. Kostavelis, D. Giakoumis, A. Simi, G. Manacorda, D. Ioannidis, D. Tzovaras, "Ground Penetrating Radar Image Processing towards Underground Utilities Detection for Robotic Applications", International Conference on Control, Artificial Intelligence, Robotics and Optimization (ICCAIRO 2018), Prague, Czech Republic, May 2018.
  107. A. Vafeiadis, T. Vafeiadis, S. Zikos, S. Krinidis, K. Votis, D. Giakoumis, D. Ioannidis, D. Tzovaras, L. Chen, R. Hamzaoui, "Energy-based decision engine for household human activity recognition", in Pervasive Computing and Communications Workshops (PerCom Workshops), 2018 IEEE International Conference on Pervasive Computing, Athens, Greece, 19-23 Mar. 2018.
  108. E. Lithoxoidou, S. Doumpoulakis, A. Tsakiris, S. Krinidis, D. Ioannidis, D. Tzovaras, "Improvement of the Workers’ Satisfaction and Collaborative Spirit Through Gamification", 4th International Conference on Internet Science (INSCI’17), Thessaloniki, Greece, 22-24 Nov. 2017.
  109. A. Bintoudi, L. Zyglakis, A. Tsolakis, D. Ioannidis, S. Al-Agtash, J. L. Martinez-Ramos, A. Önen, B. Azzopardi, L. Hadjidemetriou, N. Martensen, D. Tzovaras, C. Demoulias, "Novel hybrid design for microgrid control", In Asia-Pacific Power and Energy Engineering Conference (APPEEC), 2017 IEEE PES, Nov. 2017, pp. 1-6, doi: 10.1109/APPEEC.2017.8308958
  110. T. Vafeiadis, S. Zikos, G. Stauropoulos, D. Ioannidis, S. Krinidis, D. Tzovaras, K. Moustakas, "Machine learning based occupancy detection via the use of smart meters", International Conference on Energy Science and Electrical Engineering (ICESEE’17), Budapest, Hungury, 20-22 Oct. 2017.
  111. C. Ziogou, D. Arena, S. Krinidis, D. Ioannidis, D. Kiritsis, D. Tzovaras, S. Voutetakis, "Decision Support based on a Semantically-Enriched Notification Platform at a Process Plant Floor", European Symposium on Computer Aided Process Engineering (ESCAPE’17), Barcelona, Spain, 1-5 Oct. 2017.
  112. D. Arena, K. Ziazios, IN. Metaxa, S. Parcharidis, S. Zikos, A. Tsolakis, S. Krinidis, D. Ioannidis, D. Tzovaras, D. Kiritsis, "Towards a Semantically-Enriched Framework for Human Resource Management", International Conference Advances in Production Management Systems (APMS’17), Hamburg, Germany, 3-7 Sep. 2017.
  113. S. Zikos, S. Krinidis, D. Ioannidis, K. Ziazios, I. Metaxa, D. Tzovaras, "Efficient Location-aware Scheduling of Maintenance Tasks in Shop Floors", 4th International Conference on Mathematics and Computers in Sciences and Industry, Corfu Island, Greece, 24-26 August 2017.
  114. D. Triantafyllou, N. Kotoulas, S. Krinidis, D. Ioannidis, D. Tzovaras, "Large Vehicle Recognition and Classification for Traffic Management and Flow Optimization in Narrow Roads", IEEE SmartWorld 2017 Conference, AI City Challenge, San Francisco, USA, 5 August 2017.
  115. E. Lithoxoidou, C. Ziogou, T. Vafeiadis, S. Krinidis, D. Ioannidis, S. Voutetakis, D. Tzovaras, "Malfunction Diagnosis in Industrial Process Systems Using Data Mining for Knowledge Discovery", IEEE International Conference on Engineering, Technology and Innovation (ICE’17), Madeira, Portugal, 27-29 Jun 2017.
  116. T. Vafeiadis, D. Ioannidis, C. Ziazios, I.N. Metaxa, D. Tzovaras, "Towards robust early stage data knowledge-based inference engine to support zero-defect strategies in manufacturing environment", 27th International Conference on Flexible Automation and Intelligent Manufacturing (FAIM’17), Modena, Italy, 27-30 Jun 2017.
  117. D. Triantafyllou, S. Krinidis, D. Ioannidis, D. Tzovaras, "A Real-Time Multi-Space Incident Detection System for Indoor Environments", 2nd International Conference on Building Information Modelling (BIM) in Design, Construction and Operations (BIM’17), Alicante, Spain, 10-12 May 2017.
  118. D. Triantafyllou, S. Krinidis, D. Ioannidis, I.N. Metaxa, C. Ziazios, D. Tzovaras, "A Real-Time Fall Detection System for Maintenance Activities in Indoor Environments", 3rd IFAC AMEST Workshop – Maintenance Technologies for Performance Enhancement (IFAC-AMEST'16), Biarritz, France, 19-21 Oct. 2016.
  119. D. Ioannidis, P. Tropios, S. Krinidis, D. Tzovaras, S. Likothanassis, "Building Multi-Occupancy Analysis & Visualization Through Data Intensive Processing", 12th International Conference on Artificial Intelligence Applications and Innovations (AIAI'16), Thessaloniki, Greece, 16-18 Sep. 2016.
  120. G. Apostolou, S. Krinidis, D. Ioannidis, D. Tzovaras, C. E. Borges, D. Casado-Mansilla, D. Lopez-de-Ipina, "GreenSoul: A novel platform for the reduction of energy consumption in communal and shared spaces", 4th International Symposium on Environment Friendly Energies and Applications (EFEA'16), Belgrade, Serbia, 14-16 Sep. 2016.
  121. S. Zikos, S. Rogotis, S. Krinidis, D. Ioannidis, D. Tzovaras, "Human-Resources Optimization & Re-Adaptation Modelling in Enterprises", 11th European Conference on Product & Process Modelling (ECPPM’16), Limassol, Cyprus, 7-9 Sep. 2016.
  122. T. Vafeiadis, D. Ioannidis, S. Krinidis, C. Ziogou, S. Voutetakis, D. Tzovaras, S. Likothanassis, "Real-time incident detection: An approach for two interdependent time series", European Signal Processing Conference (EUSIPCO’16), Budapest, Hungary, 29 Aug. – 2 Sep. 2016, pp. 1418-1422.
  123. C. Ziogou, S. Krinidis, D. Ioannidis, D. Tzovaras, S. Papadopoulou, S. Voutetakis, "Design of a Knowledge-Enabled Supervisory Framework for the Detection of Abnormal Conditions at Process Pilot Plants", Conference Process Integration, Modelling and Optimisation for Energy Saving and Pollution Reduction (PRES’16), Prague, Czech Republic, 28-31 Aug. 2016.
  124. D. Ioannidis, M. Vidaurre-Arbizu, C. Martin-Gomez, S. Krinidis, A. Adamopoulou, A. Zuazua-Ros, D. Tzovaras, S. Likothanassis, "Comparison of Detailed Occupancy Profile Generative Methods to Published Standard Diversity Profiles", 14th IEEE International Conference on Ubiquitous Intelligence and Computing (UIC’16), Toulouse, France, 18-21 Jul. 2016.
  125. A. Tsolakis, D. Arena, S. Krinidis, A. Perdikakis, D. Ioannidis, D. Kyritsis, D. Tzovaras, "Semantically Enriched Industry Data & Information Modelling: A feasibility study on Shop-floor Incident Recognition", 14th IEEE International Conference on Industrial Informatics (INDIN’16), Futurescope, Poitiers, France, 18-21 Jul. 2016.
  126. T. Vafeiadis, S. Krinidis, C. Ziogou, D. Ioannidis, S. Voutetakis, D. Tzovaras, "Robust malfunction diagnosis in process industry time series", 14th IEEE International Conference on Industrial Informatics (INDIN’16), Futurescope, Poitiers, France, 18-21 Jul. 2016.
  127. C. Ziogou, S. Krinidis, D. Ioannidis, S. Papadopoulou, D. Tzovaras, S. Voutetakis, "An intelligent decision making and notification system based on a knowledge-enabled supervisory monitoring platform", 26th Symposium on Computer Aided Process Engineering, Portorož Slovenia, 12-15 Jun. 2016.
  128. N. Georgoulopoulos, I. Mariolis, S. Rogotis, D. Ioannidis, K. Votis, D. Tzovaras, "Fire Event Analytics: A Visual Analytics Tool to Assist Wildland Fire Management", 13th International Conference Computer Graphics, Imaging and Visualization (GiV2016), Morocco, 29 Mar. - 1 Apr. 2016.
  129. D. Ioannidis, A. Fotiadou, S. Krinidis, G. Stavropoulos, D. Tzovaras, S. Likothanassis, "Big Data & Visual Analytics for Building Performance Comparison", 11th International Conference on Artificial Intelligence Applications and Innovations (AIAI'15), Bayonne/Biarritz, France, 14-17 Sep. 2015.
  130. S. Zikos, A. Tryferidis, S. Krinidis, D. Ioannidis, D. Tzovaras, S. Likothanassis, "Multi-Sensorial Network Placement for Building Performance Analysis & Evaluation and Facility Management", International Conference on Building Information Modelling (BIM) in Design, Construction and Operations, Bristol, UK, 9-11 Sep. 2015.
  131. S. Rogotis, D. Ioannidis, D. Tzovaras, S. Likothanassis, "Suspicious activity recognition in infrared imagery using Hidden Conditional Random Fields for outdoor perimeter surveillance", In the International Conference on Quality Control by Artificial Vision 2015, International Society for Optics and Photonics, Le Creusot, France, Jun 2015, pp. 95340Q-95340Q.
  132. D. Ioannidis, S. Krinidis, A. Drosou, D. Tzovaras, S. Likothanassis, "Occupant-Aware Indoor Monitoring for Enhanced Building Analysis", Symposium on Simulation for Architecture and Urban Design (simAUD’15), pp. 85-92, Washington, DC, USA, 12-15 Apr 2015, pp. 85-92.
  133. D. Ioannidis, S. Krinidis, D. Tzovaras, S. Likothanassis, "Human Tracking & Visual Spatio-Temporal Statistical Analysis", IEEE International Conference on Image Processing (ICIP’14), Paris, France, 27-30 Oct. 2014.
  134. G. Stavropoulos, S. Krinidis, D. Ioannidis, K. Moustakas, D. Tzovaras, "A Building Performance Evaluation & Visualization System", IEEE International Conference on Big Data (BigData’14), Washington DC, USA, 27-30 Oct. 2014.
  135. P. Moschonas, S. Krinidis, D. Ioannidis, D. Tzovaras, "Building Performance Simulation using Business Process Modelling", 10th European Conference on Product and Process Modelling (ECPPM 2014), 17-19 Sep. 2014.
  136. M. Eguaras-Martinez, C. Martin-Gomez, M. Vidaurre-Arbizu, T. Brennan, S. Krinidis, D. Ioannidis, D. Tzovaras, "Architectural Simulation of the Integration of Building Information Modeling (BIM) & Business Process Modeling (BPM)", eeDBDM Workshop at 10th European Conference on Product and Process Modelling (ECPPM 2014), 17-19 Sep. 2014.
  137. S. Rogotis, D. Ioannidis, A. Tsolakis, D. Tzovaras, S. Likothanassis, "Early defect diagnosis in installed PV modules exploiting spatio-temporal information from thermal images", In Proceedings of the 12th quantitative infrared thermography conference (QIRT). Bordeaux, France, 7-11 Jul. 2014.
  138. S. Krinidis, G. Stavropoulos, D. Ioannidis, D. Tzovaras, "A Robust and Real-Time Multi-Space Occupancy Extraction System Exploiting Privacy-Preserving Sensors", International Symposium on Communications, Control, and Signal Processing (ISCCSP'14), Athens, Greece, 21-23 May 2014. http://ieeexplore.ieee.org/xpl/articleDetails.jsp?reload=true&arnumber=6877932
  139. D. Ioannidis, S. Krinidis, G. Stavropoulos, D. Tzovaras, S. Likothanassis, "Full-Automated Acquisition System for Occupancy and Energy Measurement Data Extraction", Symposium on Simulation for Architecture and Urban Design (SimAUD’14) at the 2014 Spring Simulation Conference (SpringSim'14), Tampa, Florida, USA, 13-16 Apr. 2014. http://www.simaud.org/proceedings/download.php?f=SimAUD2014_Proceedings_LoRes.pdf
  140. J. Hreno, M. Skokan, D. Ioannidis, D. Tzovaras, "1st VoCamp Energy Efficiency Modeling", International Conference ICT for Sustainable Places, Workshop on EEB Data Models, Nice, France, 9-11 Sep. 2013.
  141. A. Drosou, A. Tsimpiris, D. Kugiumtzis, N. Porfyriou, D. Ioannidis, D. Tzovaras, "Dimensionality Reduction for enhanced 3D Face Recognition", IEEE Proceedings of IISA 2013, Athens, Greece, 10-12 Jul. 2013, doi:10.1109/IISA.2013.6623708.
  142. I. Tsekourakis, C. Orlis, D. Ioannidis, D. Tzovaras, "The Save Me Project Real-Time Disaster Mitigation And Evacuation Management System", in Proc. of 7th IET System Safety Conference incorporating the Cyber Security Conference, Edinburgh, UK, 15-18 Oct. 2012.
  143. I. Tsekourakis, C. Orlis, D. Ioannidis, D. Tzovaras, "A Decision Support System for Real-Time Evacuation Management and Rescue Team Planning during Hazardous Events in Public Infrastructures", in Proc. of 12th International Conference on Transport Systems Telematics, TST 2012, Katowice-Ustroń, Poland, 10-13 Oct. 2012.
  144. D. Ioannidis, D. Tzovaras, C. Malavazos, "Occupancy and Business Modelling", in 9th European conference on product and process modelling (ECPPM 2012), 3rd Workshop on eeBDM, eeBIM, Reykjavik, Iceland, Jul. 2012.
  145. C. Malavazos, D. Ioannidis, D. Kehagias, D. Tzovaras, "Energy and Behavioural Modelling and Simulation for ee-Buildings Design", 2nd Workshop on eeBuildings Data Models, CIB Conference W078-W012, Sophia Antipolis, France, 26-28 Oct. 2011, pp. 92-105.
  146. A. Drosou, K. Moustakas, D. Ioannidis, D. Tzovaras, "Activity related biometric authentication using Spherical Harmonics", IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), Colorado Springs, CO, USA, 20-25 June 2011, pp. 25 - 30, doi:10.1109/CVPRW.2011.5981721
  147. A. Drosou, K. Moustakas, D. Ioannidis, D. Tzovaras, "Activity related biometrics based on motion trajectories", BIOSIG 2010, BEST Biometrics – beyond security applications, Darmstadt, Germany, 9-10 Sep. 2010.
  148. A. Drosou, K. Moustakas, D. Ioannidis, D. Tzovaras, "On the potential of activity related recognition", International Conference on Computer Vision Theory and Applications, (VISAPP 2010), Angers, France, 17-21 May 2010.
  149. D. Kehagias, D. Ioannidis, D. Tzovaras, "Towards seamless semantic integration of Web services: An ontology-based three-layer approach", 1st OASIS International Conference, Florence, Italy, 4-5 Nov. 2009.
  150. S. Argyropoulos, D. Tzovaras, D. Ioannidis, M. G. Strintzis, "Gait authentication using distributed source coding", IEEE International Conference on Image Processing, San Diego, CA, USA, Oct. 2008.
  151. D. Ioannidis, D. Tzovaras, K. Moustakas, "Gait Identification Using the 3D Protrusion Transform", IEEE International Conference on Image Processing (ICIP 2007), San Antonio, TX, USA, Sep. 2007.

Κεφάλαια Βιβλίων

  1. R. Sofia, C. Coutinho, G. Scivoletto, G. Insolvibile, R. Deshmukh, A. Schneider, V. Damjanovic-Behrendt, F. Gigante, U. Wajid, A. Nizamis, D. Ioannidis, T. Mastos, "The EFPF Approach to Manufacturing Applications Across Edge-cloud Architectures.", In Shaping the Future of IoT with Edge Intelligence-How Edge Computing Enables the Next Generation of IoT Applications, River Publishers Series in Communications and Networking, 2023. https://www.researchgate.net/publication/373736124_The_EFPF_Approach_to_Manufacturing_Applications_Across_Edge-cloud_Architectures
  2. A. Dimara, S. Krinidis, D. Ioannidis, D. Tzovaras, "Building Performance Simulation.", Disrupting Buildings: Digitalisation and the Transformation of Deep Renovation. Palgrave Surveys with Numeric Business & Enabling Technologies. Palgrave Marmillan. Cham: Springer International Publishing, 2023. 53-67. https://doi.org/10.1007/978-3-031-32309-6_4
  3. P. Koukaras, S. Krinidis, D. Ioannidis, C. Tjortjis, D. Tzovaras, "Big Data and Analytics in the Deep Renovation Life Cycle.", In: Lynn, T., Rosati, P., Kassem, M., Krinidis, S., Kennedy, J. (eds) Disrupting Buildings. Palgrave Studies in Digital Business & Enabling Technologies. Palgrave Macmillan, Cham. https://doi.org/10.1007/978-3-031-32309-6_5
  4. M. Skoumperdis, N. Vakakis, M. Diamantaki, C. Medentzidis, D. Karanassos, D. Ioannidis, D. Tzovaras, "A Novel Self-learning Cybersecurity System for Smart Grids.", In: Haes Alhelou, H., Hatziargyriou, N., Dong, Z.Y. (eds) Power Systems Cybersecurity. Power Systems. Springer, Cham. (2023). https://doi.org/10.1007/978-3-031-20360-2_14
  5. G. Skaltsis, S. Zikos, E. Makri, C. Timplalexis, D. Ioannidis, D. Tzovaras, "Exploiting the Flexibility Value of Virtual Power Plants through Market Participation in Smart Energy Communities.", In Virtual Power Plant Solution for Future Smart Energy Communities (pp. 55-78). CRC Press. (2023).
  6. C. Mertens, J. Alonso, O. Lázaro, C. Palansuriya, G. Böge, A. Nizamis, V. Rousopoulou, D. Ioannidis, D. Tzovaras, R. Touma, M. Tarzán, D. Mallada, P. Figueiras, R. Costa, D. Graça, G. Garcia, B. Laibarra, A. Celaya, P. Sobonski, A. Naeem, A. Mozo, S. Vakaruk, J.E. Sierra-García, A. Pastor, A. Poulakidas, "A Framework for Big Data Sovereignty: The European Industrial Data Space (EIDS)", . In: Curry, E., Scerri, S., Tuikka, T. (eds) Data Spaces . Springer, Cham. (2022) https://doi.org/10.1007/978-3-030-98636-0_10
  7. C. Timplalexis, G. Angelis, S. Zikos, S. Krinidis, D. Ioannidis, D. Tzovaras, "A comprehensive review on industrial demand response strategies and applications", Chapter at “Industrial Demand Response: Methods, best practices, case studies, and applications” book, IET Digital Library, ISBN: 9781839535611, June 2022.
  8. D. Ioannidis, D. Tzovaras, G. Dalle Mura, M. Ferro, G. Valenza, A. Tognetti, G. Pioggia, "Gait and anthropometric profile biometrics: A step forward", Second Generation Biometrics: The Ethical, Legal and Social Context, pp. 105-127. Springer Netherlands, 2012.
  9. A. Drosou, D. Ioannidis, G. Stavropoulos, K. Moustakas, D. Tzovaras, "Biometric Keys for the Encryption of Multimodal Signatures", Recent Application in Biometrics, J. Yang and N. Poh (Eds.), ISBN:978-953-307-488-7, In Tech, 2011, doi:10.5772/18639.
  10. S. Argyropoulos, D. Ioannidis, D. Tzovaras, M. G. Strintzis, "Distributed source coding for biometrics: A case study on gait recognition", Biometrics: Theory, Methods, and Applications, N. V. Boulgouris, K. Plataniotis, E. Micheli-Tzanakou Eds., December 2009, Willey-IEEE Press
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